This course addresses capabilities of SAS Asset Performance Analytics 6.2, including out-of-the-box stability analysis, data selection, and data exploration using SAS Visual Analytics. The course includes demonstrations using data collected from the SAS Smart Campus project at SAS World Headquarters in Cary, NC.

Learn how to

• complete two of the four steps to load data to the SAS Asset Performance Analytics data mart
• use the Explorations workspace to examine multiple assets and their associated sensors as well as user-defined events
• use the Data Selection workspace to subset the data to focus on specific assets and execute out-of-the-box analyses
• use the Stability Monitoring workspace to identify normal operating time periods and generate regression and ARIMA time series models
• use numerous fit statistics to choose the appropriate model for prediction of future values
• use SAS Stored Processes and your code to develop more sophisticated, complex models
• use SAS Event Stream Processing and your own business rules to generate alerts
• integrate SAS Asset Performance Analytics with SAS Viya and SAS Cloud Analytical Services.

Who should attend

Engineers, scientists, and business analysts who are responsible for monitoring their organizations' sensor-based complex, connected assets and systems

Formats available	Standard Duration (duration can vary, see event schedule for details)
Classroom:	2.0 days

Before taking this course, you should have domain knowledge and experience working with your data.

This course addresses SAS Asset Performance Analytics software.

SAS Smart Campus Demonstration and Business Case

• the business case
• SAS Smart Campus demonstration

SAS Quality Analytic Suite

• overview
• SAS Quality Analytic Suite architecture
• examining the SAS Quality Analytic Suite interface
• common workspace operations

Four-Step Data Process

• the four steps of the data load process
• load the customer source data files into SAS data sets
• use the Data Element Workbook to load the customer source data files
• move the customer stage data to the Asset Performance Analytics stage
• use SAS Data Integration Studio jobs to load stage data to the data mart

Explorations Workspace

• Explorations workspace

Data Selection

• Data Selection workspace
• create two data selections

Deploying an Out-of-the-Box Standard Analysis: Stability Monitoring

• regression background and review
• ARIMA background and review
• creating and interpreting stability monitoring

Deploying Custom Analyses Using SAS Management Console

• introduction to SAS Stored Processes
• exploring SAS Stored Processes background and the SAS platform applications
• stored processes and SAS Asset Performance Analytics
• deploying custom analyses using SAS stored processes

SAS Event Stream Processing

• introduction to SAS Event Stream Processing
• real-time alerts

Integrating with SAS Viya

• introduction to SAS Viya
• integrating SAS Quality Analytics Suite with SAS Viya